Update README.md

README.md

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+PSA: Avoid using Beta scheduler for the Vpred checkpoints on Forge/ReForge. It doesn't work.
+
 [November 11th, 2024]
 
 EasyFluffXLVpred/Iter is a more experimental checkpoint that utliizes NoobAI-XL's 0.5 V-Prediction checkpoint to convert the model to Vpred, which brings some advantages ranging from better colors and better prompt following. It also merges in Itercomp for the Iter version. 
 Epsilon-prediction checkpoints are a WIP as it's hard to bring parity in performance between the two.
 LoRas trained on Noob 1.0 should still work adequately on this merge. If training a LoRA, I still reccomend training directly on NoobAI-XL 1.0.
 
-Generally safe settings are ~4 CFG (higher than 4 can become noticably too saturated without rescale), Euler A, and Beta sheduler.
+Generally safe settings are ~4 CFG (higher than 4 can become noticably too saturated without rescale), Euler A, and Normal scheduler.
 
 I reccomend using an up-to-date Forge/ReForge as they automatically detect the `vpred` and `tznsr` key I've added to the state_dict of both models and inference as V-Prediction/ZSNR. Forge currently doesn't have  RescaleCFG extension built in, but ReForge does. However I have included a backport of RescaleCFG for Forge in this repo that may work unless the code has changed since creating it. Extract it into extensions-builtin.
 Alternatively I reccomend using an up-to-date ComfyUI. As of https://github.com/comfyanonymous/ComfyUI/commit/8b275ce5be29ff7d847c3c4c2f3fea1faa68e07b ComfyUI will also automatically detect that the model is V-Prediction/ZSNR and set it for you.